| Learning in Centralized Nonlinear Model Predictive Control: Application to an Autonomous Tractor-Trailer System | Apr 5, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar | Mar 31, 2021 | parameter estimation | —Unverified | 0 |
| New Algorithms for Discrete-Time Parameter Estimation | Mar 30, 2021 | parameter estimation | —Unverified | 0 |
| Transmit Beamspace DDMA Based Automotive MIMO Radar | Mar 25, 2021 | parameter estimation | —Unverified | 0 |
| Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training Samples | Mar 24, 2021 | parameter estimation | CodeCode Available | 0 |
| Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX | Mar 21, 2021 | Computational Efficiencyparameter estimation | —Unverified | 0 |
| On the Role of Asymptomatic Carriers in Epidemic Spread Processes | Mar 21, 2021 | parameter estimation | —Unverified | 0 |
| In-Field Gyroscope Autocalibration with Iterative Attitude Estimation | Mar 20, 2021 | Experimental Designparameter estimation | —Unverified | 0 |
| Joint RFI Mitigation and Radar Echo Recovery for One-Bit UWB Radar | Mar 19, 2021 | parameter estimation | —Unverified | 0 |
| Rapid parameter estimation of discrete decaying signals using autoencoder networks | Mar 10, 2021 | parameter estimation | —Unverified | 0 |
| A Probabilistic Bayesian Approach to Recover R_2^* map and Phase Images for Quantitative Susceptibility Mapping | Mar 9, 2021 | Compressive Sensingparameter estimation | —Unverified | 0 |
| State and parameter estimation for model-based retinal laser treatment | Mar 4, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA) | Mar 3, 2021 | parameter estimationSegmentation | —Unverified | 0 |
| Simultaneous Bandwidths Determination for DK-HAC Estimators and Long-Run Variance Estimation in Nonparametric Settings | Feb 26, 2021 | parameter estimation | —Unverified | 0 |
| Slowly Varying Regression under Sparsity | Feb 22, 2021 | parameter estimationregression | CodeCode Available | 0 |
| Escaping Poor Local Minima in Large Scale Robust Estimation | Feb 22, 2021 | parameter estimation | —Unverified | 0 |
| A Simple Unified Framework for High Dimensional Bandit Problems | Feb 18, 2021 | Drug Discoveryparameter estimation | —Unverified | 0 |
| Identification of Phase-Locked Loop System From Its Experimental Time Series | Feb 17, 2021 | parameter estimationTime Series | —Unverified | 0 |
| The MELODIC family for simultaneous binary logistic regression in a reduced space | Feb 16, 2021 | Binary Classificationparameter estimation | CodeCode Available | 0 |
| Multiple-shooting adjoint method for whole-brain dynamic causal modeling | Feb 14, 2021 | parameter estimation | —Unverified | 0 |
| Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems | Feb 12, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| ICI-Aware Parameter Estimation for MIMO-OFDM Radar via APES Spatial Filtering | Feb 12, 2021 | parameter estimation | —Unverified | 0 |
| Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm | Feb 10, 2021 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Vine copula mixture models and clustering for non-Gaussian data | Feb 5, 2021 | ClusteringModel Selection | CodeCode Available | 0 |
| Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems | Feb 4, 2021 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Variational Bayes survival analysis for unemployment modelling | Feb 3, 2021 | parameter estimationSurvival Analysis | —Unverified | 0 |
| Object and Relation Centric Representations for Push Effect Prediction | Feb 3, 2021 | Graph Neural NetworkObject | —Unverified | 0 |
| Introduction to population dynamics and resource exploitation | Jan 29, 2021 | parameter estimation | —Unverified | 0 |
| Blind Reconstruction of Multilayered Tissue Profiles with UWB Radar Under Bayesian Setting | Jan 26, 2021 | parameter estimation | —Unverified | 0 |
| Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation | Jan 24, 2021 | Bayesian OptimizationGPR | CodeCode Available | 0 |
| Sparse Array Beamformer Design for Active and Passive Sensing | Jan 18, 2021 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Should Ensemble Members Be Calibrated? | Jan 13, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Energy-Efficient Distributed Learning Algorithms for Coarsely Quantized Signals | Jan 13, 2021 | parameter estimationQuantization | —Unverified | 0 |
| Detecting seasonal episodic-like spatiotemporal memory patterns using animal movement modelling | Jan 11, 2021 | Model Selectionparameter estimation | —Unverified | 0 |
| Learning from Satisfying Assignments Using Risk Minimization | Jan 10, 2021 | parameter estimation | —Unverified | 0 |
| A Stochastic Lomax Diffusion Process: Statistical Inference and Application | Jan 5, 2021 | parameter estimation | CodeCode Available | 0 |
| Single-preparation unsupervised quantum machine learning: concepts and applications | Jan 5, 2021 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Using MMD GANs to correct physics models and improve Bayesian parameter estimation | Jan 1, 2021 | parameter estimation | —Unverified | 0 |
| Objects As Cameras: Estimating High-Frequency Illumination From Shadows | Jan 1, 2021 | HallucinationObject | —Unverified | 0 |
| Universal Adaptive Control of Nonlinear Systems | Dec 31, 2020 | Motion Planningparameter estimation | —Unverified | 0 |
| Fast covariance parameter estimation of spatial Gaussian process models using neural networks | Dec 30, 2020 | DescriptiveGaussian Processes | CodeCode Available | 0 |
| Minimum Excess Risk in Bayesian Learning | Dec 29, 2020 | Binary Classificationparameter estimation | —Unverified | 0 |
| APIK: Active Physics-Informed Kriging Model with Partial Differential Equations | Dec 22, 2020 | parameter estimation | —Unverified | 0 |
| Study of Energy-Efficient Distributed RLS-based Learning with Coarsely Quantized Signals | Dec 20, 2020 | parameter estimationQuantization | —Unverified | 0 |
| Forward-backward kernel-based state and parameter estimation for linear systems of arbitrary order | Dec 16, 2020 | parameter estimationregression | —Unverified | 0 |
| Robust Factorization Methods Using a Gaussian/Uniform Mixture Model | Dec 15, 2020 | Clusteringparameter estimation | —Unverified | 0 |
| Variational State and Parameter Estimation | Dec 14, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Small Covers for Near-Zero Sets of Polynomials and Learning Latent Variable Models | Dec 14, 2020 | PAC learningparameter estimation | —Unverified | 0 |
| Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE | Dec 12, 2020 | parameter estimationTime Series Analysis | CodeCode Available | 0 |
| Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference | Dec 9, 2020 | Causal InferenceGaussian Processes | —Unverified | 0 |